mc-agent-toolkit MCP Server
monte-carlo-data/mc-agent-toolkit
Official Monte Carlo toolkit for AI coding agents. Skills and plugins that bring data and agent observability — monitoring, triaging, troubleshooting, health checks — into Claude Code, Cursor, and more.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
monte-carlo-data/mc-agent-toolkit is a Python agent tool licensed under Apache-2.0. Official Monte Carlo toolkit for AI coding agents. Skills and plugins that bring data and agent observability — monitoring, triaging, troubleshooting, health checks — into Claude Code, Cursor, and more.
Ranked #2259 out of 24850 indexed tools.
In the top 10% of all indexed tools.
Actively maintained with commits in the last week.
Ecosystem
Score Breakdown
91 stars → early stage
Last commit today → actively maintained
0/9 issues closed → many open issues
0 contributors → solo project
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Matched Queries
Get the weekly AgentRank digest
Top movers, new tools, ecosystem insights — straight to your inbox.